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firstsite:type_detail [2023/11/30 00:02] – created optrixfirstsite:type_detail [2025/12/18 22:50] (current) – external edit 127.0.0.1
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 +====Asset Shape UI====
  
 +When you click on an [[types|Asset Shape]] test in [[firstsite:start|FirstSite]], you'll be taken to a web page that looks like the one below...
 +
 +{{fstypeui.png}}
 +
 +===Test Results===
 +
 +At the top of the page are your [[analytic_results|test results]], showing you if the asset is running in an unusual way.
 +
 +In most cases, you want this to be either **white** (not yet trained) or **green** (OK).
 +
 +Unlike most other [[test_types|types of test]], Asset Shape UIs require //training// before they can begin to work.
 +
 +If you're logged into ARDI as an Administrator, you can do this using the **This Is Normal** button, which records the current values as new training data for the Machine Learning system.
 +
 +===Chart===
 +
 +The chart below the test results is an illustration of the 'shape' that the AI sees.
 +
 +In many cases, **this chart is not human readable**. It contains a mix of many different types of data, re-scaled to be between 0 and 1 (a process called //normalisation//). 
 +
 +It's simply provided to help you visualise the job that the AI is performing behind-the-scenes.
 +
 +===Closest Match Summary===
 +
 +Machine learning algorithms are //terrible// at explaining **why** they give you the results they give.
 +
 +To help understand why you're getting certain results, you'll find a list at the bottom of the page that shows you the difference between each of your properties and the //closest overall match// that could be found in your training data. 
 +
 +{{fstypeui2.png}}
 +
 +In some cases, this can help you see which property is causing the AI to decide the asset is abnormal.

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